{"id":"W4253527888","doi":"10.5489/cuaj.160","title":"Recurrent transitional cell carcinoma of the bladder: A mixed nested variant case report and literature review","year":2012,"lang":"en","type":"article","venue":"Canadian Urological Association Journal","topic":"Urinary and Genital Oncology Studies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Transitional cell carcinoma; Transitional Cell; Urothelium; Metaplasia; Urothelial Cell; Pathology; Carcinoma; Medicine; Bladder cancer; Cancer; Urinary bladder; Urology; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007661035,0.00009500311,0.0002539819,0.00004799404,0.0002423462,0.000009717002,0.00003842891,0.0001511297,0.00009785871],"category_scores_gemma":[0.0004531148,0.00005773794,0.0001262666,0.0001820999,0.00004876647,0.00006735733,0.00001240807,0.0004882732,0.000002018934],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001839722,"about_ca_system_score_gemma":0.0002345578,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005579428,"about_ca_topic_score_gemma":0.0001741989,"domain_scores_codex":[0.9988987,0.0002507314,0.0003244961,0.00009662492,0.0001701973,0.0002592474],"domain_scores_gemma":[0.9989326,0.0001070883,0.0002594605,0.00007933138,0.0002381407,0.0003833953],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009738529,0.0003487093,0.8703023,0.0002478131,0.0002473826,0.07623982,0.001230393,7.257566e-7,0.00005094494,0.0002136653,0.04952367,0.001497223],"study_design_scores_gemma":[0.0004538177,0.0002570986,0.6646646,0.00009710918,0.000320193,0.3142989,0.00006980629,0.000003186087,0.000007215123,0.00006243317,0.01970303,0.00006266691],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8971974,0.05380924,0.000004208649,0.04706204,0.0004620585,0.0002369253,0.00005748254,0.000004344649,0.001166274],"genre_scores_gemma":[0.9943133,0.001186389,0.00007506098,0.003752918,0.0003000048,0.000006167794,0.000014418,0.000003833698,0.0003479138],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2380591,"threshold_uncertainty_score":0.2354485,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01489475272612661,"score_gpt":0.2387658169922187,"score_spread":0.2238710642660921,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}